# CybeDefend CybeDefend 是專為 AI 程式撰寫工作流程打造的程式碼安全平台。其 VibeDefend 層會審查代理程式提示詞與程式碼差異、套用專案與業務規則、防範高風險操作，並在提交拉取請求前整合程式碼、相依項目、密鑰、基礎架構與 CI/CD 掃描。 - Findings24: - 網站: - 價格: Freemium - 分類: AI DevOps助手, AI開發者工具 ## 什麼是 CybeDefend？ CybeDefend is a code-security platform for development teams that use AI coding agents. Its VibeDefend layer places security and business rules in the agent workflow, reviews prompts and code changes as they are made, and aims to catch problems before the pull request. The wider platform combines agent-time review with static analysis, dependency and license checks, secret detection, infrastructure-as-code scanning, CI/CD security, and related reporting. It also provides finding correlation and verified patch workflows through Cybe Analysis and Cybe AutoFix. ## CybeDefend 能做什麼？ ### VibeDefend agent-time review VibeDefend watches AI coding sessions and reviews prompts, diffs, and selected actions before changes reach a pull request. It is listed for Claude Code, Cursor, Windsurf, GitHub Copilot, and OpenAI Codex. ### Project and business-rule context The layer can bring rules from a repository into the agent context, including examples shown by the site such as tenant scoping, audit-on-write, refunds, protected paths, and security requirements. ### Code and supply-chain scanning The platform includes SAST with reachability, software composition analysis, license-risk classification, secret detection, and scanning for infrastructure written with Terraform, CloudFormation, Ansible, or Kubernetes. ### Action Guard The agent workflow can block risky actions such as destructive SQL, unsafe deletion, raw secret reads, suspicious package use, or attempts to expose protected data, based on the guard's judgment and applicable plan limits. ### Correlated findings and verified fixes Cybe Analysis uses the code knowledge graph to rank findings by exploitability and business impact. Cybe AutoFix stages agent-applied patches, includes a regression test in the documented workflow, and supports one-click rollback. ### CI/CD, governance, and reporting The platform lists GitHub Actions, GitLab CI, Jenkins, and Tekton support, with additional team and scale capabilities including policies, AI-BOM or SBOM generation, OWASP and CWE reports, GRC/SIEM export, and report retention. ## 使用情境 ### Reviewing AI-generated application changes A developer can let an AI agent implement an endpoint or feature while VibeDefend checks the edited diff for issues such as SQL injection, vulnerable dependencies, exposed keys, or personal data in logs before the change is proposed for review. ### Enforcing application-specific rules Teams with rules that generic scanners may not know—such as tenant isolation, audit logging, refund authorization, or protected data paths—can have those rules added to the agent's working context and checked against generated changes. ### Guarding agent tool and shell actions When an agent runs commands or uses connected tools, the action guard can stop examples such as destructive database statements, deletion outside an approved project area, raw secret access, or an attempt to publish sensitive content. ### Scaling security checks across repositories Engineering or platform teams can connect repository and CI/CD workflows, correlate findings across tools, and use policies, reports, SBOM or AI-BOM outputs, and team access controls where their plan includes those capabilities. ## 常見問題 ### Which AI coding agents does VibeDefend support? The site lists Claude Code, Cursor, Windsurf, GitHub Copilot, and OpenAI Codex. The documented installation command is intended to detect these agents on a developer machine. ### When does CybeDefend check code? VibeDefend checks the agent workflow as code is being written, including prompts and diffs, before a pull request. Separate scanners can also run through repository and CI/CD workflows. ### Can CybeDefend enforce rules that are specific to a project? Yes. The product describes mining rules from the repository and injecting business and security rules into the agent context. Examples include tenant scoping, audit-on-write, refund authorization, and protected paths. ### What is included in the free plan? The pricing page lists a free plan with 10 static scans and 50 AI credits, access to the whole platform, no card requirement, and no time limit. Paid plans add higher limits and additional team capabilities. ### How does pricing work? The listed plans are Free, Developer, Team, Scale, and Enterprise. The Developer plan is shown at $19 per month when billed yearly; Enterprise uses a custom quote, and the site also presents monthly billing and plan-specific limits. ## 快速資訊 - **Category**: Developer tool / application security - **Flagship product**: VibeDefend - **Primary workflow**: Agent-time review of prompts, diffs, and selected actions - **Listed AI coding agents**: Claude Code, Cursor, Windsurf, GitHub Copilot, and OpenAI Codex - **Free tier**: 10 static scans and 50 AI credits; no card and no time limit - **Paid entry point**: Developer plan listed from $19/month when billed yearly